Code Graph

Trust Score 89/100

Sub-millisecond AST-based code graph for symbol lookup, dependency analysis, call tracing, and blast-radius detection to speed code navigation and impact analys

triggers:search_graphtrace_call_pathdetect_changesget_code_snippetindex_repository

GitHub SKILL.md

What it does

The Code Graph skill exposes an indexed AST-based code graph (codebase-memory-mcp) so agents can perform instant symbol lookup, fuzzy function search, dependency queries, caller/callee tracing, and blast-radius analysis without scanning entire files. It reduces token usage and speeds planning, onboarding, and refactor analysis by providing structured, queryable code metadata.

When to use it

Use this skill whenever you need to locate definitions, understand call chains, trace dependencies, or assess the impact of a change before editing files. It's ideal for planning refactors, reviewing PRs, onboarding, and any task where finding related code quickly or measuring blast radius matters.

What's included

Scripts: none bundled (has_scripts=false)
References: none listed (has_references=false)
Instructions: workflow guidance for graph-first navigation: index_repository, search_graph, get_code_snippet, trace_call_path, detect_changes, and get_architecture. Emphasises querying the graph before opening files and using detect_changes to assess impact.

Compatible agents

Primarily designed for Claude Code / Claude Code-like agents that support MCP tool integrations (code search, graph queries). Works with any agent able to call MCP tools for code indexing and retrieval.

Audit Summary

Code Graph is an MCP-based skill for AST-powered code navigation — symbol lookup, dependency tracing, and blast radius detection via the codebase-memory-mcp server. No bundled scripts; purely instructional SKILL.md with well-structured workflows, tool reference tables, and anti-pattern guidance. Targets developers working in large codebases with Claude Code.

Watch Out

Requires codebase-memory-mcp MCP server installed and configured in .mcp.json
Only useful in codebase contexts where the graph has been indexed

Notes

Clean skill, no security concerns whatsoever. Well-documented workflow with numbered steps and decision framework. No scripts to audit. Dependency on external MCP server (codebase-memory-mcp) is clearly documented.

Information

Repository: claude-bootstrap
Stars: 587
Installs: 0

Trust Score

Overall89

Security100

Code Quality82

Architecture73

Usefulness68

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